Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy roc_auc boyce_cont brier_class tss_max
rf 0.9675889 0.9929945 0.8306062 0.0315119 0.9679683
bt 0.8197628 0.8387121 0.9450878 0.1323777 0.5075976
maxnet 0.6411067 0.7619866 0.9359977 0.2256542 0.4483415
gam 0.7905138 0.7676591 0.9311707 0.1468715 0.4120944
glm 0.7620553 0.7255304 0.6686995 0.1570495 0.4296294

Variable Importance

Partial Dependence